COVERAGE

Copy-Move Forgery Database with Similar but Genuine Objects

Dataset Information
License
Unknown
Homepage
Official Website
Contents

Overview

COVERAGE contains copymove forged (CMFD) images and their originals with similar but genuine objects (SGOs). COVERAGE is designed to highlight and address tamper detection ambiguity of popular methods, caused by self-similarity within natural images. In COVERAGE, forged–original pairs are annotated with (i) the duplicated and forged region masks, and (ii) the tampering factor/similarity metric. For benchmarking, forgery quality is evaluated using (i) computer vision-based methods, and (ii) human detection performance.

Source: COVERAGE

Variants: COVERAGE

Associated Benchmarks

This dataset is used in 2 benchmarks:

Recent Benchmark Submissions

Task Model Paper Date
Image Manipulation Detection Early Fusion MMFusion: Combining Image Forensic Filters … 2023-12-04
Image Manipulation Detection Late Fusion MMFusion: Combining Image Forensic Filters … 2023-12-04
Image Manipulation Localization Early Fusion MMFusion: Combining Image Forensic Filters … 2023-12-04
Image Manipulation Localization Late Fusion MMFusion: Combining Image Forensic Filters … 2023-12-04
Image Manipulation Localization TruFor TruFor: Leveraging all-round clues for … 2022-12-21
Image Manipulation Detection TruFor TruFor: Leveraging all-round clues for … 2022-12-21
Image Manipulation Localization CMX (RGB+Bayar) CMX: Cross-Modal Fusion for RGB-X … 2022-03-09
Image Manipulation Localization CMX (RGB+NP++) CMX: Cross-Modal Fusion for RGB-X … 2022-03-09
Image Manipulation Localization CMX (RGB+SRM) CMX: Cross-Modal Fusion for RGB-X … 2022-03-09
Image Manipulation Detection CAT-Net v2 Learning JPEG Compression Artifacts for … 2021-08-30
Image Manipulation Localization CAT-Net v2 Learning JPEG Compression Artifacts for … 2021-08-30
Image Manipulation Localization MVSS-Net Image Manipulation Detection by Multi-View … 2021-04-14
Image Manipulation Detection MVSS-Net Image Manipulation Detection by Multi-View … 2021-04-14
Image Manipulation Localization CR-CNN Constrained R-CNN: A general image … 2019-11-19
Image Manipulation Detection CR-CNN Constrained R-CNN: A general image … 2019-11-19

Research Papers

Recent papers with results on this dataset:

External Links: